PPaperPicks

Qingfu Zhu

29 papers at tracked venues · 19 at CORE A* · active 20242026

Venues

Frequent coauthors

Papers

  1. CAMERA: Multi-Matrix Joint Compression for MoE Models via Micro-Expert Redundancy Analysis
  2. Dashboard2Code: Evaluating Multimodal Models on Reconstructing Interactive Dashboards
  3. Format-Adapter: Improving Reasoning Capability of LLMs by Adapting Suitable Format
  4. Judge Q: Trainable Queries for Optimized Information Retention in KV Cache Eviction
  5. Scaling Laws for Code: A More Data-Hungry Regime
  6. Seer Self-Consistency: Advance Budget Estimation for Adaptive Test-Time Scaling
  7. When Does Language Matter? Multilingual Instructions Reveal Step-wise Language Sensitivity in Vision-Language-Action Models
  8. Abacus-SQL: A Text-to-SQL System Empowering Cross-Domain and Open-Domain Database Retrieval
  9. Advancing Tool-Augmented Large Language Models via Meta-Verification and Reflection Learning
  10. Chart2Code53: A Large-Scale Diverse and Complex Dataset for Enhancing Chart-to-Code Generation
  11. DAC: Decomposed Automation Correction for Text-to-SQL
  12. Lookahead Q-Cache: Achieving More Consistent KV Cache Eviction via Pseudo Query
  13. MULTITAT: Benchmarking Multilingual Table-and-Text Question Answering
  14. OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models
  15. RoT: Enhancing Table Reasoning with Iterative Row-Wise Traversals
  16. SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types
  17. Stealthy Jailbreak Attacks on Large Language Models via Benign Data Mirroring
  18. Tag-Evol: Achieving Efficient Instruction Evolving via Tag Injection
  19. Turning Trash into Treasure: Accelerating Inference of Large Language Models with Token Recycling
  20. Concise and Precise Context Compression for Tool-Using Language Models
  21. Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes
  22. Exploring Hybrid Question Answering via Program-based Prompting
  23. Improving Demonstration Diversity by Human-Free Fusing for Text-to-SQL
  24. Improving Grammatical Error Correction via Contextual Data Augmentation
  25. Make Some Noise: Unlocking Language Model Parallel Inference Capability through Noisy Training
  26. OneBit: Towards Extremely Low-bit Large Language Models
  27. Python is Not Always the Best Choice: Embracing Multilingual Program of Thoughts
  28. Self-Constructed Context Decompilation with Fined-grained Alignment Enhancement
  29. Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification